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《Chinese Journal of Geophysics》 2011-02
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Support vector machine in volcanic reservoir forecast; East slope in Xujiaweizi depression

ZHANG Er-Hua,GUAN Xiao-Wei,ZHANG Yuan-Gao Exploration and Development Research Institute of Daqing Oilfield Company Ltd.* Heilongjiang Daqing 163712,China  
In Xujiaweizi depression of northern Songliao Basin,the development of volcanic reservoir dominated largely gas accumulation.However,an accurate description for volcanic distribution is always difficult for geologists,because of its complex lithology,lateral heterogeneity and poor comparison between wells.With regard to this problem,we present the model of support vector machine as a solution.By the analyses of the combination of seismic attributes,this model can be used to indicate volcanic reservoir.The thickness of volcanic rocks and its distribution,which are predicted through using this method,can reflect its sedimentation model and maintain the lateral resolution of seismic as well as the overall trend.In addition,the thickness of volcanic rocks at drilled wells is highly consistent with those of well logs.
【Fund】: 国家重点基础研究发展计划“973”项目(2009CB219307)资助
【CateGory Index】: P618.13
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【References】
Chinese Journal Full-text Database 2 Hits
1 WANG Wei-feng1,GAO Bin1,WEI Ping-sheng2,PAN Jian-guo2,LI Fei1,YI Ze-jun1 (1.School of Geosciences,China University of petroleum,Qingdao 266555,China;2.Research Institute of Petroleum Exploration & Development-Northwest(NWGI),PetroChina,Lanzhou 730020,China);Research of volcanic reservoir characters and hydrocarbon accumulation models[J];Progress in Geophysics;2012-06
2 Xiao Kun1,Zou Changchun1,Qiu Liquan2,Gao Wenli2,Xiang Biao1(1.Key Laboratory of Geo-detection,Ministry of Education,China University of Geosciences,Beijing 100083,China;2.Institute of Geophysical and Geochemical Exploration,Chinese Academy of Geological Sciences,Beijing 100037,China);Well-log lithology identification in well MK-2 for scientific drilling and exploration of gas hydrate in Mohe permafrost,China[J];Natural Gas Industry;2013-05
【Citations】
Chinese Journal Full-text Database 10 Hits
1 REN Yan-guang,et al.(Exploration and Development Research Institute of Daqing Oilfield Company Ltd.,Daqing 163712,China);Natural gas accumulation rule of Xujiaweizi Depression in Songliao Basin and future exploration target[J];Petroleum Geology & Oilfield Development in Daqing;2004-05
2 ZHU Guo qiang 1,2 , LIU Shi rong 1* , YU Jin shou 2 (1.Research Institute of Electrical Engineering and Automation, Ningbo Universit y, Ningbo 315211, China; 2.Research Institute of Automation ECUST, Shanghai 20 0237, China);Support Vector Machine and Its Applications to Function Approximation[J];Journal of East China University of Science and Technology;2002-05
3 Zhang Yanzhou, Liu Yeling, Xie Baoying. Department of Basic Course, Xi' an University of Science & Technology,Xi'an 710054, China;Application of SVM in prediction of reservoir thickness.[J];Progress in Exploration Geophysics;2005-06
4 YANG Pei-jie,YIN Xing-yao(Faculty of Geo-Resource and Information in China University of Petroleum,Dongying 257061,Shandong Province,China);Prestack seismic inversion method based on support vector machine[J];Journal of China University of Petroleum(Edition of Natural Science);2008-01
5 Yue Youxi, Wang Yonggang, Zhang Junhua (Earth Resources and Information Institute, University of Petroleum, Dongying 257061,China);A comprehensive effect analysis of conversion from seismic attributes to reservoir parameters[J];Geophysical Prospecting For Petrole;2002-02
6 Yue Youxi and Yuan Quanshe. College of Geo-resources and Information, China University of Petroleum, Dongying 257061,China;Application of SVM method in reservoir prediction.[J];Geophysical Prospecting For Petrole;2005-04
7 Feng ZhiqiangAdd: PetroChina Daqing Oilfield Co., Ltd., Ranghu District, Daqing City, Heilongjiang Province 163712, P. R. China;EXPLORATION POTENTIAL OF LARGE QINGSHEN GAS FIELD IN THE SONGLIAO BASIN[J];Natural Gas Industry;2006-06
8 ZHOU Zong-liang1 ,XIAO Jian-ling2, ZHANG Feng2 (1. China University of Geosciences, Hubei Wuhan, 430074, China; 2. Dagang oilfield Company, CNPC, Tianjin, 300280, China);OPTIMIZED PROCESSING OF SEISMIC ATTRIBUTES AND QUANTITATIVE INTERPRETATION OF RESERVOIR THICKNESS[J];Xinjiang Geology;2002-03
9 ZHU Jian-bing(Geophysical Research Institute of Shengli Oilfield Branch Co.,Dongying 257022,China);Seismic Reservoir Parameters Prediction Via Support Vector Machine[J];Petroleum Geophysics;2008-01
10 JIANG ChuanJin~(1,2),CHEN ShuMin~2,CHU LiLan~2,ZHANG GuangYing~2 and JU LinBo~2 1.College of Earth Sciences,Daqing Petroleum Institute,Daqing 163318,China 2.Exploration and Development Research Institute of Daqing Oilfield Company Ltd,Daqing 163712,China;A new understanding about the volcanic distribution characteristics and eruption mechanism of Yingchen Formation in Xujiaweizi fault depression[J];Acta Petrologica Sinica;2010-01
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 MA Bo-ling(Institute of Geological Sciences of Jiangsu Oilfield Branch,Yangzhou 225009,China);SEISMIC ATTRIBUTE ANALYSIS IN THE STUDY OF CARBONATE ROCK RESERVOIR BLOCK[J];Geology of Anhui;2007-01
2 JI Xue-yan1,SHU Ping1,QU Yan-ming1,DING Ri-xin1,GUO Zhen-hua2,WANG Pu-jun21.Daqing Exploration &Development Institute,Daqing,Heilongjiang 163712,China2.College of Earth Sciences,Jilin University,Changchun 130061,China;Fluid Inclusion Study and Its Application to Tracing Gas-Trapping History in the Qingshen Gas Field of the Songliao Basin[J];Journal of Jilin University(Earth Science Edition);2007-04
3 JIA Jun-tao1,2,WANG Pu-jun1,SHAO Rui3,CHENG Ri-hui1,ZHANG Bin1,HOU Jing-tao1,LI Jin-long1,BIAN Wei-hua11.College of Earth Sciences,Jilin University,Changchun130061,China2.State Key Laboratory of Marine Geology,Tongji University,Shanghai200092,China3.Daqing Exploration & Development Institute,Daqing,Heilongjiang163712,China;Stratigraphical Sequence and Regional Correlation of Yingcheng Formation in the Southeast of Songliao Basin[J];Journal of Jilin University(Earth Science Edition);2007-06
4 MIN Fei-qiong1,2,WANG Pu-jun1,YU Shi-quan3,HUANG Yu-long1,WU Yan-xiong1,LI Zhe1,REN Li-jun11.College of Earth Sciences,Jilin University,Changchun130061,China2.Offshore Petroleum Recovery Factory,Shengli Oilfield,Dongying,Shandong257237,China3.Daqing Exploration & Development Institute,Daqing,Heilongjiang163712,China;Meticulous Depiction of Lithology,Lithofacies and Reservoir Porosity and Permeability in the Third & Second Member of Yingcheng Formation——Based on Whole Coring Ying-3 D1 Well Drilled in the Standard Section[J];Journal of Jilin University(Earth Science Edition);2007-06
5 LIU Zhi-hong1,WU Xiang-mei2,ZHU De-feng2,CUI Min1,LIU Hang-jun1,LI Xiao-hai11.College of Earth Sciences,Jilin University,Changchun 130061,China2.Exploration and Development Research Institute,Daqing Oilfield Company Ltd.,Daqing, Heilongjiang 163712,China;Structural Features and Deformation Stages of the Dayangshu Basin in Northeast China[J];Journal of Jilin University(Earth Science Edition);2008-01
6 LU Shuang-fang1, HU Hui-ting1, LIU Hai-ying1, SHAO Ming-li2, WANG Li-wu2, ZHANG Shi-guang1, HUANG Wen-biao1, ZHONG Wei-wei1, WU Gao-ping11.College of Earth Sciences, Daqing Petroleum Institute, Daqing, Heilongjiang 163318, China 2. Exploration and Development Research Institute, Jilin Oil Field Company, Ltd., PetroChina, Songyuan,Jilin 138000,China;Gas Source Conditions and Exploration Potential of Deep Layer in Yingtai Fault Depression[J];Journal of Jilin University(Earth Science Edition);2010-04
7 FU Guang,ZANG Feng-zhi College of Earth Sciences,Northeast Petroleum University,Daqing 163318,Heilongjiang,China;Favorable Geological Conditions for Formation of Xushen Large Gas Field[J];Journal of Jilin University(Earth Science Edition);2011-01
8 ZHU Ying-kang Exploration and Development Research Institute,Daqing Oilfield Company Ltd.,Daqing 163712,Heilongjiang,China;Formation Mechanism of Volcanic Gas Reservoir and Favorable Areas Predication in Xujiaweizi Fault Depression[J];Journal of Jilin University(Earth Science Edition);2011-S1
9 FU Guang,HU Ming,HAN Ying College of Earth Science,Northeast Petroleum University,Daqing 163318,Heilongjiang,China;Controlling of Faults to Gas Accumulation of Volcanic Rock in Depression Basin:An Example from Xujiaweizi Depression of Songliao Basin[J];Journal of Jilin University(Earth Science Edition);2012-01
10 ZHENG Jian-dong(Research Institute of Exploration and Development,Daqing Oilfield Company Ltd.,Daqing,Heilongjiang 163712,China);Study on Classification Criterion of Volcanic Reservoir with Logging in Xingcheng Area,Xushen Gas Field[J];Well Logging Technology;2007-06
China Proceedings of conference Full-text Database 3 Hits
1 YANG Kun,JI Zhicheng Institute of Electrical Automation,Jiangnan University,Wuxi 214122,P.R.China;An Improved SVM-based Model with Peak Recognition for Electricity Demand Forecasting[A];[C];2011
2 Wang Yongji, Wang Wan (Huazhong University of Science and Technology, Wuhan, 430074);Modeling the Control of Motor Nerves based on SVM[A];[C];2005
3 Yuan Anping~1 Zhang Shi~1 Jiang Min~2 Chen Kequan~2 (1 School of Automation and Electrical Engineering Nanjing University of Technology China;2 College of Life Science and Pharmaceutical Engineering Nanjing University of Technology China);Application of Support Vector Machines in Modeling of Succinic Acid Fermentation[A];[C];2009
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ZHANG Liwei1,SHI Yongmin2,LI Jianghai11.The Key Laboratory of Orogenic Belts and Crustal Evolution,Ministry of Education,School of Earth and Space Sciences,Peking University,Beijing 100871;2.Institute of Oil and Gas Research,Peking University,Beijing 100871;Logging Response to the Volcanic Cycles of the First Member of Yingcheng Formation in Xujiaweizi Fault Depression[J];Acta Scientiarum Naturalium Universitatis Pekinensis;2009-03
2 WANG Zhu wen, LIU Jing hua, LI Zhou bo, LU Jing an, MEN Shao hua (College of Geo-Exploration of Science and Technology, Jilin University, Changchun 130026,China);STUDY ON RECONSTRUCTION OF LITHOLOGICAL PROFILE IN PRE-PILOT BOREHOLE Ⅱ OF CHINA CONTINENTAL SCIENTIFIC DRILLING[J];Journal of Changchun University of Science and Technology;2002-03
3 WANG Pujun1,CHI Yuanlin2,LIU Wanzhu1, CHENG Rihui1,SHAN Xuanlong1,REN Yanguang2 (1.College of Earth Sciences, Jilin University, Changchun130026, China;2.Daqing Exploration & Development Institute, Daqing163712, China);VOLCANIC FACIES OF THE SONGLIAO BASIN: CLASSIFICATION, CHARACTERISTICS AND RESERVOIR SIGNIFICANCE[J];Journal of Changchun University of Science and Technology;2003-04
4 YANG Shuang-ling1,LIU Wan-zhu2,YU Shi-quan1,WANG Guo-jun1,HUANG Yu-long21.Daqing Exploration & Development Institute,Daqing,Heilongjiang 163712,China2. College of Earth Sciences,Jilin University,Changchun 130061,China;Pore Textures and Its Causes of Volcanic Reservoir in Songliao Basin[J];Journal of Jilin University(Earth Science Edition);2007-03
5 ZHAO Fei1,2,LUO Jing-lan1,ZHANG You-ping2,WANG An-sheng2,LIU Wen-feng2,WU Bao-cheng2,BAI Lei21.State Key Laboratory of Continental Dynamics,Northwest University,Xi'an 710069,China2.Research Institute of Exploration and Development,Xinjiang Oilfield Company,PetroChina,Karamay,Xinjiang 834000,China;Investigation on Characteristics and Controlling Factors of Carboniferous Volcanic Reservoir in the 6th,the 7th and the 9th Areas of Karamay Oil Field[J];Journal of Jilin University(Earth Science Edition);2010-01
6 HUANG Yu-long1,WANG Pu-jun1,SHAO Rui21.College of Earth Sciences,Jilin University,Changchun 130061,China2.Exploration & Development Institute,Daqing Oilfield Company Ltd.,Daqing,Heilongjiang 163712,China;Porosity and Permeability of Pyroclastic Rocks of the Yingcheng Formation in Songliao Basin[J];Journal of Jilin University(Earth Science Edition);2010-02
7 MENG Qi an\+1, MEN Guang tian\+2, ZHANG Zheng he\+2 (1. Jilin University, Changchun 130026, China; 2. Exploration and Development Research Institute of Daqing Oil Field Company Ltd., Daqing 163712, China);PREDICTION METHOD AND ITS APPLICATION OF DEEP VOLCANIC ROCK BODY AND FACIES IN SONGLIAO BASIN[J];Petroleum Geology & Oilfield Deuelopment In Daqing;2001-03
8 YANG Mao-xin (Geophysical Exploration Company of Daqing Petroleum Administrative Bureau,Daqing 163357,China);Study of Tectonic Background and Reservoir-forming Condition of Volcanic Rock in Songliao Basin[J];Petroleum Geology & Oilfield Deuelopment In Daqing;2002-05
9 SONG Hai bin 1 JIANG Wei wei 1 ZHANG Wen sheng 2 HAO Tian yao 1 (1. Institute of Geology and Geophysics, Chinese Academy of Sciences, Beijing 100101,China; 2. Institute of Computational Mathematics and Scientific/Engineering Computing, Chine;Progress on Marine Geophysical Studies of Gas Hydrates[J];Progress In Geophysics;2002-02
10 TANG Hua-feng1,WANG Pu-jun1,JIANG Chuan-jin2,BIAN Wei-hua1,HUANG Yu-long1(1.College of Earth Sciences,Jilin University,Changchun 130061,China;2.Daqing Exploration &Development Institute,Daqing 163712,China);Physical model and seismic recognition of concealed volcanic edifices of Yingcheng Formation in Songliao Basin,Cretaceous,NE China[J];Progress in Geophysics;2007-02
【Secondary References】
Chinese Journal Full-text Database 1 Hits
1 Liang Jin1,2,Wang Mingjun3,Lu Jing′an1,2,Liang Jinqiang1,2,Wang Hongbin1,2,Kuang Zenggui1,2(1.Guangzhou Marine Geological Survey,Guangzhou,Guangdong 510075,China;2.Key Laboratory of Marine Mineral Resources,Ministry of Land and Resources,Guangzhou,Guangdong 510075,China;3.Institute of Mineral Resources,Chinese Academy of Geological Sciences,Beijing 100037,China);Characteristics of sonic and seismic velocities of gas hydrate bearing sediments in the Shenhu area,northern South China Sea[J];Natural Gas Industry;2013-07
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 WANG Pujun1,CHI Yuanlin2,LIU Wanzhu1, CHENG Rihui1,SHAN Xuanlong1,REN Yanguang2 (1.College of Earth Sciences, Jilin University, Changchun130026, China;2.Daqing Exploration & Development Institute, Daqing163712, China);VOLCANIC FACIES OF THE SONGLIAO BASIN: CLASSIFICATION, CHARACTERISTICS AND RESERVOIR SIGNIFICANCE[J];Journal of Changchun University of Science and Technology;2003-04
2 SUN Xiao-meng~(1),WANG Pu-jun~(1),HAO Fu-jiang~(2),BAO Ya-fan~(3),MA Xu~1,HAN Guo-qing~1(1.College of Earth Sciences,Jilin University,Changchun130026,China;2.College of Applied Technology,Jilin University,Changchun130022,China;3.Third Geological Survey,Jilin Province,Siping136000,China);Space-time Distribution Features,Migration Regularities and Genetic Types of Regional Fault System of Meso-Cenozoic in the Central Section of Epicontinent of the East China[J];Journal of Jiling University (Earth Science Edition);2005-05
3 TANG Hua-feng1,WANG Pu-jun1,JIANG Chuan-jin2,LIU Jie2,ZHANG Qing-chen2,FENG You-liang21.College of Earth Sciences,Jilin University,Changchun 130061,China2.Daqing Exploration & Development Instiute,Daqing,Heilongjiang163712,China;Seismic Characters of Volcanic Facies and Their Distribution Relation to Deep Faults in Songliao Basin[J];Journal of Jilin University(Earth Science Edition);2007-01
4 YU He-zhong, LI Yu-wen, HAN Shou-hua, YI Wan-xia (Hangzhou Institute of Petroleum Geology, Hangzhou 310012, China);TECTONIC EVOLUTION OF SONGLIAO BASIN IN THE PALAEOZOIC[J];Geotectonica Et Metallogenia;2001-04
5 XIAO Qing-hui1 , QIU Ruizhao2, WU Guang-ying3 , XING Zuo-yun4 ZHANG Yu5 , TONG Jin-song5 (1.Institute of Geology, Chinese Academy of Geological Sciences, Beijing 100037, China; 2. Development and Research Center, China Geological Survey, Beijing 100037, China; 3.Yichang Institute of Geology and Mineral Resources, Yichang 443003, Hubei , China; 4.China University of Geosciences (Wuhan) ,Wuhan 430074, Hubei, China; 5. China University of Geosciences (Beijing),Beijing 100083, China; 6.Anhui Geological Survey, Hefei 230001, Anhui, China);Mesozoic asthenospheric upwelling orogeny in eastern China[J];Geology in China;2006-04
6 HE Dian, LI Jiang-hai, LIU Shou-jie, HAN Liang (Key Laboratory of Orogenic Belt and Crustal Evolution, School of Earth and Space Sciences, Peking University, Beijing 100871, China);Discovery of a giant caldera in the Yingcheng Formation in the Xujiaweizi fault depression, northern Songliao basin[J];Geology in China;2008-03
7 XIAO Long~1, WANG Fang-zheng~1, WANG Hua~2, F. Pirajno~3 1.Faculty of Earth Sciences, China University of Geosciences, Wuhan430074, China 2.Faculty of Earth Resources, China University of Geosciences, Wuhan430074, China 3.Geological Survey of Western Australia, 100 Plain Street, East Perth WA6004, Australia;Mantle Plume Tectonics Constraints on the Formation of Songliao and Bohaiwan Basins[J];;2004-03
8 LI Si-tian Faculty of Earth Resources, China University of Geosciences, Wuhan430074, China;Basin Geodynamics Background of Formation of Huge Petroleum Systems[J];;2004-05
9 Huang Qinghua, Tan Wei and Yang Huichen (Exploration and Development Research Institute of Daqing Petroleum Administrative Bureau,Heilong jiang,163712,P.R.China)pp15-17.;STRATIGRAPHIC SUCCESSION AND CHRONOSRATA OF CRETACEOUS IN SONGLIAO BASIN[J];PETROLEUM GEOLOGY & OILFIELD DEUELOPMENT IN DAQING;1999-06
10 GAO Jun 1 ,LI Zhan lin 2 ,LI Qin xue 2 (1.Changchun Technology University,Changchun 130026,China;2.Geophysical Exploration Company of Daqing Petroleum Administrative Bureau,Daqing 163357,China);Crustal Structure beneath Northern Songliao Basin and Songliao Basin Genesis Mechanism[J];Petroleum Geology & Oilfield Deuelopment In Daqing;2002-01
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